Seeing a lot of people making triangles with just 2-3 touchpoints offlate

An ideal triangle shall have at the minimum 5 touchpoints in order to give a good trending move post that

Here are few examples 👇

LING PURANA: IMPORTANCE AND CHARACTERISTICS

Reading Ling Purana provides bhog and moksha to the reader and listeners. It is about Shiva's sermon to Brahma when Shiva entered the Agni Ling and preached about Dharma sidhhi through the stories of Agni Kalp.

Vyasji divided this into two parts. This book is different from others and has eleven thousand shlokas which depict the glory of Shiva. This Puran is the summary about importance of Tridev.
It starts first with a questions. Then it describes the Shrishti in brief.

Then there is description of Yog and Kalp. Next is the evolution of Ling and its puja Vidhi. It consists of dialogue between Sanat Kumar and Shail etc. It also mentions the character of Dadhichi, the dharma representation of that yug, Bhuvan kosh description,

Chandravansh and Surya vansh. Next there is elaborate description of Shrishti, story of Tripur, Ling and Pashu Paash vimoksha, Vrats for Shiva, Discipline, Repentance, Arisht, description of Shri Shail. Next is the story of Andhakasur, Varah, Narsingh,

k¡lling of Jalandhar, Shiv sahastra naam, story of Daksha's yagya and its destruction, killing of Madan and marriage of Parvati.

Next is Vinayak katha, Shiv tandav, Ambrish katha and Upmanyu .

Important paper from Google on large batch optimization. They do impressively careful experiments measuring # iterations needed to achieve target validation error at various batch sizes. The main "surprise" is the lack of surprises. [thread]

https://t.co/7QIx5CFdfJ

The paper is a good example of lots of elements of good experimental design. They validate their metric by showing lots of variants give consistent results. They tune hyperparamters separately for each condition, check that optimum isn't at the endpoints, and measure sensitivity.

They have separate experiments where the hold fixed # iterations and # epochs, which (as they explain) measure very different things. They avoid confounds, such as batch norm's artificial dependence between batch size and regularization strength.

When the experiments are done carefully enough, the results are remarkably consistent between different datasets and architectures. Qualitatively, MNIST behaves just like ImageNet.

Importantly, they don't find any evidence for a "sharp/flat optima" effect whereby better optimization leads to worse final results. They have a good discussion of experimental artifacts/confounds in past papers where such effects were reported.

An irony of facebook's situation.

Sheryl got her MBA at Harvard. One of the most famous cases (Extra Strength Tylenol) in one of the most famous classes (Business History) she took: in 1982, someone put cyanide in Extra Strength Tylenol capsules and killed 7 people in Chicago.

What do you do when someone turns your product into a weapon? When they use the system you built to harm? James Burke, CEO of J&J, was shockingly open with the public, he pulled the product and made significant packaging changes to make product safer (but not tamper-proof).

He over-shared every step along the way re investigation, redesign, stood up as both CEO and human. The reintroduction of new Extra Strength Tylenol succeeded. Burke saved the brand.

But four years later it happened again. A killer put cyanide in the capsules, this time a woman in Yonkers died. Same CEO, Burke, pulled the product again, completely changed the form factor from capsule to caplet and relaunched *again*. It worked *again*. How'd they do that?

Burke (CEO) tapped J&Js goodwill bank account w/ the public. Two big withdrawals from that bank account in four years + 8 dead bodies! But his honesty, openness, humanity (choked up about the deaths more than once), humility kept the goodwill bank balance positive the whole time.

Eri Katha Ramar Temple
Maduranthakam

Eri Katha Ramar temple is located at Maduranthakam near Chengalpattu of Tamil Nadu. Beautiful Kodanda Ramar of about 8ft holding Ma Sita's hand & with Lakshmana. This temple story is connected with Sri Ramanujar.
@LostTemple7

It was here Periya Nambigal performed Pancha Samskaaram to Ramanujar under Magizham tree.
Sri Ramanujar was on his way from Kanchipuram to meet Sri Periya Nambigal at Sri Rangam to become his disciple. Sri Periya Nambigal also started towards Kanchipuram to meet Ramanujar.

They both met here at Madurantakam.
Small Mandapam where Ramanujar undertook Pancha Samskaaram is seen in the temple. Separate sannidhi is for Periya Nambigal & Ramanujar & this is the only temple where Ramanujar is seen as a Grahastha (married person) and not in Sanyasa kolam.

Story says about an incident which occurred during British rule. The Madurantakam lake bund was about to breach, due to heavy rain & village will be flooded if it happened. Dt collector was Cl. Lionel Blaze who took efforts to protect the bund & asked for the piles of stones

in the temple to protect it. But it was meant for Janakavalli ( sita) Thayar sannidhi which faced shortage of fund. Lionel Blaze prayed Sri Ramar to save the bund and if so he will provide fund to construct.
That night he saw in the lightning, Sri Rama & Lakshmana walked along